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72 Results
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Poster
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Wed 9:00 |
Graph Information Bottleneck for Subgraph Recognition Junchi Yu · Tingyang Xu · Yu Rong · Yatao Bian · Junzhou Huang · Ran He |
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Poster
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Wed 1:00 |
Degree-Quant: Quantization-Aware Training for Graph Neural Networks Shyam Tailor · Javier Fernandez-Marques · Nicholas Lane |
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Poster
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Wed 9:00 |
Boost then Convolve: Gradient Boosting Meets Graph Neural Networks Sergei Ivanov · Liudmila Prokhorenkova |
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Spotlight
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Tue 3:35 |
Expressive Power of Invariant and Equivariant Graph Neural Networks Waïss Azizian · marc lelarge |
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Poster
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Wed 17:00 |
Adaptive Universal Generalized PageRank Graph Neural Network Eli Chien · Jianhao Peng · Pan Li · Olgica Milenkovic |
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Poster
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Tue 1:00 |
Lossless Compression of Structured Convolutional Models via Lifting Gustav Sourek · Filip Zelezny · Ondrej Kuzelka |
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Poster
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Tue 1:00 |
Conformation-Guided Molecular Representation with Hamiltonian Neural Networks Ziyao Li · Shuwen Yang · Guojie Song · Lingsheng Cai |
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Spotlight
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Tue 3:25 |
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking Michael Schlichtkrull · Nicola De Cao · Ivan Titov |
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Poster
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Wed 9:00 |
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking Michael Schlichtkrull · Nicola De Cao · Ivan Titov |
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Poster
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Mon 9:00 |
Graph Convolution with Low-rank Learnable Local Filters Xiuyuan Cheng · Zichen Miao · Qiang Qiu |
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Poster
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Wed 9:00 |
Learning Mesh-Based Simulation with Graph Networks Tobias Pfaff · Meire Fortunato · Alvaro Sanchez Gonzalez · Peter Battaglia |
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Poster
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Tue 17:00 |
Discrete Graph Structure Learning for Forecasting Multiple Time Series Chao Shang · Jie Chen · Jinbo Bi |